{"id":"W4236141097","doi":"10.1093/oso/9780198860341.001.0001","title":"Increase your Brainability—and Reduce your Risk of Dementia","year":2021,"lang":"en","type":"book","venue":"","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Dementia; Psychology; Medicine; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003636077,0.0002718903,0.0003140077,0.0002116862,0.0002189709,0.00009164152,0.0002503718,0.000143633,0.001227505],"category_scores_gemma":[0.004311519,0.0002577396,0.0001353655,0.0002868263,0.000449456,0.0001830204,0.0001926323,0.0003845181,0.00005165057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006450151,"about_ca_system_score_gemma":0.00105468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006436842,"about_ca_topic_score_gemma":0.00001035296,"domain_scores_codex":[0.9975262,0.0003392701,0.0004070453,0.0009905269,0.0004818162,0.0002551734],"domain_scores_gemma":[0.9982879,0.0004367885,0.0003913191,0.0004594134,0.0002362883,0.0001883139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004325231,0.002721511,0.009507256,0.001235953,0.0001681953,0.0001528987,0.00238096,0.000008390355,0.635588,0.09796988,0.1740534,0.07578102],"study_design_scores_gemma":[0.001606401,0.0006711772,0.02305537,0.0003216427,0.0008717756,0.0002385749,0.001436748,0.0001564854,0.3821776,0.02896122,0.5588853,0.001617748],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1528373,0.0002521836,0.0003261708,0.0004652165,0.001907913,0.000677718,0.0001720287,0.0001106497,0.8432508],"genre_scores_gemma":[0.1606674,0.0004661624,0.00008239553,0.001364325,0.0001834377,0.00002648675,0.00001891387,0.00003244125,0.8371584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.384832,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332656797405048,"score_gpt":0.2965440041352211,"score_spread":0.2532174361611706,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}